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    89 repositories

    • GSQ

      Public
      Gumbel-Softmax post-training quantization for LLMs (1–3 bit scalar, INT/GGUF-compatible).
      quantizationpost-training-quantizationllm
      quantizationpost-training-quantizationllmgguf
      Python
      •1•5•0•0•Updated May 21, 2026May 21, 2026

    • RoSA

      Public
      Official implementation of the ICML 2024 paper RoSA (Robust Adaptation)
      Python
      •
      Apache License 2.0
      •6•45•1•0•Updated May 20, 2026May 20, 2026

    • spops

      Public
      C++
      •
      Apache License 2.0
      •0•8•2•0•Updated May 20, 2026May 20, 2026

    • RCO

      Public
      Implementation for "Model Compression with Exact Budget Constraints via Riemannian Manifolds"
      Python
      •0•0•0•0•Updated May 16, 2026May 16, 2026

    • GridGames

      Public
      Apache License 2.0
      •0•0•1•0•Updated May 11, 2026May 11, 2026

    • MatryoshkaLoRA

      Public
      Python
      •1•1•1•0•Updated May 11, 2026May 11, 2026

    • SLQ

      Public
      Official implementation for "Statistically-Lossless Quantization of Large Language Models"
      0•0•1•0•Updated May 4, 2026May 4, 2026

    • Quartet-II

      Public
      Quartet II Official Code
      pytorchquantizationqat
      pytorchquantizationqatllm
      Python
      •8•72•0•1•Updated May 1, 2026May 1, 2026

    • WUSH

      Public
      Official Repository for "WUSH: Near-Optimal Adaptive Transforms for LLM Quantization"
      Python
      •
      Apache License 2.0
      •0•6•0•0•Updated Apr 27, 2026Apr 27, 2026

    • CloverLM

      Public
      🍀 Codebase for CloverLM
      Python
      •
      MIT License
      •0•7•0•1•Updated Apr 26, 2026Apr 26, 2026

    • Trion

      Public
      Code for Trion, a faster implementation of Dion (low-rank Muon) via Dynamic Column Selection based on a fixed projection matrix.
      0•0•0•0•Updated Apr 24, 2026Apr 24, 2026

    • GPTQ-Babai

      Public
      Official Repository for "The Geometry of LLM Quantization: GPTQ as Babai's Nearest Plane Algorithm" (ICLR 2026)
      Python
      •
      MIT License
      •0•7•0•0•Updated Apr 16, 2026Apr 16, 2026

    • nanochat_optimizers

      Public
      The best ChatGPT that $100 can buy.
      Python
      •
      MIT License
      •7.3k•0•0•0•Updated Mar 27, 2026Mar 27, 2026

    • ISTA-DASLab-Optimizers

      Public
      Python
      •
      MIT License
      •0•14•0•0•Updated Mar 25, 2026Mar 25, 2026

    • Quartet

      Public
      Jupyter Notebook
      •
      MIT License
      •14•124•2•0•Updated Mar 18, 2026Mar 18, 2026

    • GridSearcher

      Public
      GridSearcher simplifies running grid searches for machine learning projects in Python, emphasizing parallel execution and GPU scheduling without dependencies on…
      Python
      •
      Apache License 2.0
      •0•5•0•0•Updated Mar 17, 2026Mar 17, 2026

    • llmq

      Public
      Quantized LLM training in pure CUDA/C++.
      cudaquantization-aware-trainingllm-training
      cudaquantization-aware-trainingllm-training
      C++
      •
      Apache License 2.0
      •14•246•0•1•Updated Mar 6, 2026Mar 6, 2026

    • ant

      Public
      🐜 Research-friendly Deep Learning framework
      Python
      •
      MIT License
      •1•0•0•0•Updated Mar 3, 2026Mar 3, 2026

    • FP-Quant

      Public
      Python
      •20•115•13•3•Updated Feb 26, 2026Feb 26, 2026

    • DASH

      Public
      Code for DASH, a faster alternative to Distributed Shampoo via block stacking.
      Python
      •
      MIT License
      •0•9•1•0•Updated Feb 18, 2026Feb 18, 2026

    • MatGPTQ

      Public
      Code for MatGPTQ: Accurate and Efficient Post-Training Matryoshka Quantization
      Python
      •
      MIT License
      •1•19•2•0•Updated Feb 18, 2026Feb 18, 2026

    • PanzaMail

      Public
      Python
      •
      Apache License 2.0
      •23•302•4•7•Updated Feb 15, 2026Feb 15, 2026

    • DASH_DistributedShampoo

      Public
      This repository contains a fork of DistributedShampoo for the DASH project.
      Python
      •
      Other
      •0•0•0•0•Updated Feb 10, 2026Feb 10, 2026

    • ISTA-DASLab-Optimizers-CUDA

      Public
      This repository contains the code for CUDA kernels that support `ISTA-DASLab-Optimizers` project
      Cuda
      •
      MIT License
      •0•0•0•0•Updated Feb 5, 2026Feb 5, 2026

    • behemoth

      Public
      Library for creating synthetic tabular data and converting it to sentences, for training models.
      Python
      •
      Apache License 2.0
      •0•2•0•0•Updated Feb 2, 2026Feb 2, 2026

    • local_platinum_bench

      Public
      This repo allows you to run Platinum Bench evals via vLLM.
      Python
      •
      Creative Commons Attribution 4.0 International
      •0•0•0•1•Updated Dec 19, 2025Dec 19, 2025

    • MoE-Quant

      Public
      Code for data-aware compression of DeepSeek models
      Python
      •11•73•4•1•Updated Dec 11, 2025Dec 11, 2025

    • QuEST

      Public
      Work in progress.
      Jupyter Notebook
      •
      MIT License
      •9•80•2•0•Updated Nov 25, 2025Nov 25, 2025

    • EvoPress

      Public
      Python
      •
      Apache License 2.0
      •5•41•0•0•Updated Nov 22, 2025Nov 22, 2025

    • nanochat

      Public
      The best ChatGPT that $100 can buy.
      Python
      •
      MIT License
      •7.3k•0•0•0•Updated Nov 12, 2025Nov 12, 2025
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